DocumentCode
473079
Title
A Reconfigurable HMM for Activity Recognition
Author
Hasan, Md Kamrul ; Rubaiyeat, Husne Ara ; Lee, Yong-Koo ; Lee, Sungyoung
Author_Institution
Dept. of Comput. Eng., Ubiquitous Comput. Lab., Seoul
Volume
1
fYear
2008
fDate
17-20 Feb. 2008
Firstpage
843
Lastpage
846
Abstract
This paper presents a reconfigurable HMM for activity recognition in a home setting where sensors are deployed in the environment. Sensors activated in a sequence are captured and modeled using the HMM like construct. The model traces out the most likely sensor activation sequence responsible for the activity being performed. We recognize several Activities of Daily Living (ADLs) for Ubiquitous Healthcare.
Keywords
hidden Markov models; wireless sensor networks; activity recognition; daily living activities; reconfigurable hidden Markov models; ubiquitous healthcare; Biomedical computing; Biomedical engineering; Biosensors; Hidden Markov models; Home computing; Image recognition; Medical services; Patient monitoring; Pervasive computing; Ubiquitous computing; Activity Recognition; HMM; Reconfigurable HMM;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Communication Technology, 2008. ICACT 2008. 10th International Conference on
Conference_Location
Gangwon-Do
ISSN
1738-9445
Print_ISBN
978-89-5519-136-3
Type
conf
DOI
10.1109/ICACT.2008.4493886
Filename
4493886
Link To Document